{"id":"W4229045782","doi":"10.1055/s-0042-1745306","title":"COMPARING OUTCOMES OF ERCP UNDER CONSCIOUS SEDATION TO GENERAL ANESTHESIA","year":2022,"lang":"en","type":"article","venue":"Endoscopy","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Sedation; Context (archaeology); Perforation; Anesthesia; Pancreatitis; Standard of care; Anesthesiology; Endoscopic retrograde cholangiopancreatography; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281075,0.0001732112,0.0005291284,0.001032909,0.0005752498,0.0008268298,0.0004855403,0.0004276302,0.0007868505],"category_scores_gemma":[0.01545698,0.0001539605,0.0008483535,0.001371429,0.0006768758,0.0006673018,0.0008814415,0.0008380609,0.0001044776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651906,"about_ca_system_score_gemma":0.003893119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07176681,"about_ca_topic_score_gemma":0.1033498,"domain_scores_codex":[0.996608,0.0007642351,0.00040931,0.0005055476,0.0009402883,0.0007725488],"domain_scores_gemma":[0.9856581,0.003156298,0.005886393,0.0004789836,0.002922541,0.00189761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002119343,0.0001812321,0.9860574,0.0001042624,0.000333496,0.00007202867,0.0004408207,0.0000784674,0.0001193882,0.00006141106,0.000399432,0.01003281],"study_design_scores_gemma":[0.00005179662,0.0007371999,0.9981653,0.00003418438,0.00008452055,0.00006828213,0.0004592194,0.00007054949,0.0000492317,0.00002745093,0.0002448402,0.00000747963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983184,0.0005391918,0.00005225381,0.00009740453,0.00001427182,0.00003505082,0.0003027848,0.000002161558,0.0006385064],"genre_scores_gemma":[0.9988524,0.0002799096,0.00007810975,0.00008722186,0.00002192742,0.00002283932,0.0005482766,0.000002802651,0.0001064408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07176681,"threshold_uncertainty_score":0.1426981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115593246151173,"score_gpt":0.3148874154807267,"score_spread":0.273731483019215,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}